LinkedIn Skills — Data Mining & ML System Design

Requirements Functional: Create and operate a single authoritative skill catalog, covering entries such as Go, Terraform, and Retrieval-Augmented Generation. Produce an ordered set of inferred skills, each paired with a confidence value, for every member profile. Identify both mandatory and nice-to-have skills from each job advertisement. Ensure the catalog can discover newly emerging terminology as the field changes; for example, terms like "Agentic RAG", "Small Language…